Agent skill

Aerj Theory And Framework

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript.

No licenceAuto-check passed

Install Aerj Theory And Framework

skills CLI
$ npx skills add franklee16/academic-research-skills --skill aerj-theory-and-framework -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills aerj-theory-and-framework --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-theory-and-framework .claude/skills/aerj-theory-and-framework && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
aerj-theory-and-framework
GitHub stars
223
Used in
1 other repo
Token cost
~844 tokens
SKILL.md length
343 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript.

  • Works in 5 steps: Name the frame and its provenance. Whose… → Make it do work. The framework should… → Define constructs operationally. For… → …
  • Building the conceptual
  • SKILL.md covers When to trigger, How to build the framework, The framework-does-work test and Anti-patterns, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Aerj Theory And Framework is an agent skill from franklee16/academic-research-skills. Use when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript. AERJ expects a clear framework that frames the question, guides the design and analysis, and elevates a result into a contribution to understanding. Strengthens the framework; it does not invent theory.

Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Building the conceptual
  • Theoretical framework for an American Educational Research Journal (AERJ) manuscript

Example prompts

  • “/aerj-theory-and-framework”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Name the frame and its provenance. Whose theory or which conceptual tradition (learning theory,
  2. Make it do work. The framework should generate the questions/propositions, motivate the design
  3. Define constructs operationally. For quantitative work, tie each construct to a measure/indicator
  4. State the contribution to understanding. Are you extending, testing, complicating, or
  5. Attend to equity and context. Where relevant, the frame should make explicit assumptions about

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Aerj Theory And Framework loads about 844 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 343 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~88
When it runs · the whole SKILL.md, loaded when a task matches
~844

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 343 words (~844 tokens).

“AERJ rewards work that is theoretically grounded — a framework that frames the question, justifies the design, and gives the findings meaning for the field. A strong result without a frame reads as a report, not a contribution. The frame…”

— opening of SKILL.md by franklee16
name
aerj-theory-and-framework

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-theory-and-framework of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Aerj Theory And Framework next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Aerj Theory And Framework compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Aerj Theory And Framework this skillfranklee16/academic-research-skills2231 repos~844Automated safety check: PassNone
Knot Theory Educatorcuriositech/some_claude_skills244—~2.6kAutomated safety check: NotesMIT
Add Educational Commentsgithub/awesome-copilot40k2 repos~1.6kAutomated safety check: PassMIT
Integration Theoryparcadei/Continuous-Claude-v33.9k1 repos~929Automated safety check: NotesMIT
Aerj Rebuttalbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Aerj Submissionbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.7kAutomated safety check: PassMIT

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Questions about Aerj Theory And Framework

What does Aerj Theory And Framework do?

A skill your agent uses when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript. Aerj Theory And Framework is an agent skill from franklee16/academic-research-skills. Use when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript.

When should I use Aerj Theory And Framework?

Aerj Theory And Framework fits situations like: building the conceptual; theoretical framework for an American Educational Research Journal (AERJ) manuscript.

How do I install Aerj Theory And Framework in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill aerj-theory-and-framework -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-theory-and-framework in franklee16/academic-research-skills) into .claude/skills/aerj-theory-and-framework in your project. Claude Code loads it when a task matches its description.

How do I install Aerj Theory And Framework in Codex?

Run `npx skills add franklee16/academic-research-skills --skill aerj-theory-and-framework -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-theory-and-framework in franklee16/academic-research-skills) into .agents/skills/aerj-theory-and-framework in your project. Codex loads it when a task matches its description.

Can I use Aerj Theory And Framework in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill aerj-theory-and-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aerj-theory-and-framework, .gemini/skills/aerj-theory-and-framework, .github/skills/aerj-theory-and-framework and .opencode/skills/aerj-theory-and-framework in your project.

What does Aerj Theory And Framework need to run?

SKILL.md names no scripts, command-line tools or credentials: Aerj Theory And Framework is instructions for the agent only.

Does Aerj Theory And Framework access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Aerj Theory And Framework safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Aerj Theory And Framework use?

No licence was found for Aerj Theory And Framework or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Aerj Theory And Framework use?

About 844 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Aerj Theory And Framework?

Skills that share tags, products or a category with Aerj Theory And Framework: Knot Theory Educator (curiositech/some_claude_skills, 244 stars), Add Educational Comments (github/awesome-copilot, 40k stars), Integration Theory (parcadei/Continuous-Claude-v3, 3.9k stars) and Aerj Rebuttal (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Aerj Theory And Framework?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.